{"id":"W2995927015","doi":"10.1007/s11673-019-09954-w","title":"Developing and Implementing new TB Technologies: Key Informants’ Perspectives on the Ethical Challenges","year":2019,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Engineering ethics; Thematic analysis; Qualitative research; Public relations; Corporate governance; Health care; Medical law; Bioethics; Ethical issues; Political science; Medicine; Sociology; Business; Social science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003566819,0.0001329783,0.000421214,0.0002045926,0.00009780643,0.00002610183,0.00021078,0.0005596,0.00008009587],"category_scores_gemma":[0.006703482,0.00006959913,0.0001181281,0.0001403098,0.0004886384,0.00008705186,0.0002052241,0.003397307,0.00003673262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000094211,"about_ca_system_score_gemma":0.0002824937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001168649,"about_ca_topic_score_gemma":0.000005540675,"domain_scores_codex":[0.998285,0.0001982025,0.0005060764,0.0001699327,0.0004333333,0.0004074877],"domain_scores_gemma":[0.9973627,0.001838629,0.0002152795,0.0002108736,0.000218268,0.0001542084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001948608,0.0001901986,0.02407785,0.0004799106,0.0011095,0.0001722201,0.03870633,0.000004511226,0.008804899,0.7193691,0.03211099,0.173026],"study_design_scores_gemma":[0.006587815,0.0111138,0.1576111,0.003169998,0.0001965446,0.002792811,0.4960199,0.0004878804,0.008085043,0.04364665,0.269501,0.0007874346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5248899,0.003043999,0.0001795236,0.4707261,0.000110583,0.0001380384,4.057952e-7,0.00002397361,0.0008875301],"genre_scores_gemma":[0.9738756,0.01695047,0.002378337,0.006328507,0.0004074274,0.000001864864,4.75379e-7,0.00001092683,0.00004637686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6757224,"threshold_uncertainty_score":0.9989019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909877558517673,"score_gpt":0.4276845042093493,"score_spread":0.2366967483575821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}